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GitHub topics: feature-extraction

volga-project/volga

Real-time data processing/feature engineering in Python. Tailored for modern AI/ML systems.

Language: Python - Size: 11 MB - Last synced at: about 16 hours ago - Pushed at: about 17 hours ago - Stars: 49 - Forks: 4

hardik01shah/VAMR_Project

Implementing a Monocular Visual Odometry Pipeline for the 'Vision Algorithms for Mobile Robotics' course by Prof. Dr. Davide Scaramuzza ETH Zurich, Fall 2023

Language: Python - Size: 781 KB - Last synced at: about 23 hours ago - Pushed at: 1 day ago - Stars: 2 - Forks: 2

timeaszabo1217/szakdolgozat

Digitális képek módosításainak detektálása Fourier transzformációval és lokális képi jellemzőkkel

Language: Python - Size: 2.52 GB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

AIM-Harvard/pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

Language: Jupyter Notebook - Size: 53.3 MB - Last synced at: about 2 hours ago - Pushed at: 3 months ago - Stars: 1,232 - Forks: 516

harshineeshree/Machine-Learning

About This Repository A curated resource hub for learning machine learning, featuring tutorials, code examples, datasets, and hands-on projects to build foundational skills and explore real-world applications.

Language: Python - Size: 5.86 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

sergiud/hogpp

Fast computation of rectangular histogram of oriented gradients (R-HOG) features using integral histogram

Language: C++ - Size: 327 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 11 - Forks: 1

lukemelas/EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Language: Python - Size: 1.12 MB - Last synced at: about 18 hours ago - Pushed at: about 3 years ago - Stars: 8,078 - Forks: 1,536

sherlockchou86/VideoPipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化(视频分析)框架,觉得有帮助的请给个星星 : )

Language: C++ - Size: 158 MB - Last synced at: 1 day ago - Pushed at: 2 months ago - Stars: 1,660 - Forks: 237

CatExec/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

Language: Jupyter Notebook - Size: 3.94 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

NAVANEETHA123-tech/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

Language: Jupyter Notebook - Size: 3.94 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

DynamicsAndNeuralSystems/catch22

catch22: CAnonical Time-series CHaracteristics

Language: C - Size: 70.5 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 404 - Forks: 68

ecmwf/gribjump

Language: C++ - Size: 912 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

chicleee/Image-Matching-Paper-List

A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.

Size: 281 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 306 - Forks: 31

firmai/deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 543 - Forks: 55

EmilHvitfeldt/feature-engineering-az

Source for book "Feature Engineering A-Z"

Language: HTML - Size: 39.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 139 - Forks: 12

iSEE/iSEE

R/shiny interface for interactive visualization of data in SummarizedExperiment objects

Language: R - Size: 17.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 225 - Forks: 43

feature-engine/feature_engine

Feature engineering package with sklearn like functionality

Language: Python - Size: 14.2 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 2,029 - Forks: 323

audeering/opensmile-python

Python package for openSMILE

Language: BitBake - Size: 28.4 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 274 - Forks: 34

idlab-discover/RustiFlow

Flow feature extraction tool built in Rust using eBPF

Language: Rust - Size: 15.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 18 - Forks: 1

upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

Language: Python - Size: 164 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 330 - Forks: 25

ZhaoJ9014/face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Language: Python - Size: 8.11 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 3,502 - Forks: 758

BoltzmannEntropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Size: 21 MB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 4,585 - Forks: 299

easystats/parameters

:bar_chart: Computation and processing of models' parameters

Language: R - Size: 104 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 456 - Forks: 39

lukasberbuer/rt-vamp-plugin-sdk

Real-time Vamp plugin SDK for C++20

Language: C++ - Size: 2.04 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 11 - Forks: 0

blue-yonder/tsfresh

Automatic extraction of relevant features from time series:

Language: Jupyter Notebook - Size: 7.97 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 8,707 - Forks: 1,237

benfulcher/hctsa

Highly comparative time-series analysis

Language: MATLAB - Size: 184 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 758 - Forks: 329

Lasara26/Attack-Detection-with-Machine-Learning

This project focuses on detecting cyber attacks using machine learning techniques. It employs various algorithms to analyze network traffic and identify potential threats in real-time.

Language: Python - Size: 2.37 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

facebookresearch/Ego4d

Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset

Language: Jupyter Notebook - Size: 47.1 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 412 - Forks: 51

ashishpatel26/Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Language: Jupyter Notebook - Size: 1.26 MB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 702 - Forks: 262

InsightSoftwareConsortium/ITKFPFH

Fast Point Feature Histogram

Language: C++ - Size: 86.9 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

Markkreel/Binary-Static-Analysis-Through-Instruction-and-Operand-Extraction-and-AHC-Algorithm

A static binary analysis tool visualizes code blocks in the assembly of a disassembled binary file using the AHC algorithm, aided by entropy calculation and similarity measurement.

Language: Assembly - Size: 3.93 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

jagennath-hari/ConveyorVision-Bag-Counter

ConveyorVision is an innovative real-time system designed to automate the counting and tracking of cement bags on conveyor belts. Utilizing cutting-edge deep learning techniques like YOLOv8 for object detection and Byte tracker for precise tracking, ConveyorVision accurately monitors cement bags as they traverse the conveyor belt.

Language: Python - Size: 39.1 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

juaml/junifer

Forschungszentrum Jülich Neuroimaging Feature Extractor

Language: Python - Size: 1.28 GB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 14 - Forks: 13

AutoViML/featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

Language: Python - Size: 10.6 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 638 - Forks: 95

raphaelvallat/antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

Language: Python - Size: 5.55 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 315 - Forks: 58

meyda/meyda

Audio feature extraction for JavaScript.

Language: TypeScript - Size: 16 MB - Last synced at: 10 days ago - Pushed at: 9 months ago - Stars: 1,523 - Forks: 105

Desbordante/desbordante-core

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

Language: C++ - Size: 142 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 397 - Forks: 76

oalkaya/computer-vision-projects

Collection of computer vision projects covering topics such as local feature extraction, deep learning, object recognition, image segmentation, tracking, and 3D reconstruction using structure-from-motion (SfM).

Language: Jupyter Notebook - Size: 48.5 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

MiniAiLive/FaceRecognition-SDK-Windows

Face Recognition on NIST FRVT Top Ranked, Face Detection, Face Matching, Face Analysis, Face Sentiment, Face Alignment, Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution on Windows

Language: Python - Size: 1.31 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4 - Forks: 6

MiniAiLive/FaceRecognition-SDK-Linux

Face Recognition on NIST FRVT Top Ranked, Face Detection, Face Matching, Face Analysis, Face Sentiment, Face Alignment, Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution on Linux

Language: Python - Size: 2 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 4

MiniAiLive/FaceRecognition-LivenessDetection-SDK-Android

Face Recognition on NIST FRVT Top Ranked, Face Liveness Detection Engine on iBeta 2 Certified, 3D Face Anti Spoofing, Face Detection, Face Matching, Face Analysis, Face Sentiment, Face Alignment, Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution on Android

Language: Kotlin - Size: 39.3 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 379 - Forks: 248

MiniAiLive/FaceMatching-SDK-Android

Check the likelihood that two faces belong to the same person. You will get a confidence score and thresholds to evaluate the similarity. Play with our Top Ranked Face Recognition & 3D Face Liveness (anti-spoofing) Engine!

Language: Kotlin - Size: 38.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 35 - Forks: 51

MiniAiLive/ID-DocumentLivenessDetection-SDK-Docker

MiniAiLive's Complete Document Liveness Detection Solution for Digital Onboarding

Language: Python - Size: 297 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 5 - Forks: 4

MiniAiLive/ID-DocumentLivenessDetection-SDK-Linux

MiniAiLive's Complete Document Liveness Detection Solution for Digital Onboarding

Language: Python - Size: 317 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 31 - Forks: 22

MiniAiLive/FaceMatching-Windows-App

Check the likelihood that two faces belong to the same person. You will get a confidence score and thresholds to evaluate the similarity. Play with our Top Ranked Face Recognition & 3D Face Passive Liveness (Anti-Spoofing) Engine!

Language: C++ - Size: 79.2 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 4

ecmwf/polytope

A library for extracting polytope "features" from datacubes

Language: Python - Size: 214 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 38 - Forks: 6

pykaldi/pykaldi

A Python wrapper for Kaldi

Language: Python - Size: 2.68 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 1,012 - Forks: 246

machinelearnjs/machinelearnjs

Machine Learning library for the web and Node.

Language: TypeScript - Size: 2.76 MB - Last synced at: about 8 hours ago - Pushed at: 14 days ago - Stars: 542 - Forks: 53

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

Language: Scala - Size: 23.6 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 2,119 - Forks: 92

vitrivr/vitrivr-engine

vitrivr's next-generation retrieval engine. It is capable of extracting and retrieving a wider range of multimedia objects such as audio, video, images or 3d models.

Language: Kotlin - Size: 4.83 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 7 - Forks: 4

Yimeng-Zhang/feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 1,532 - Forks: 416

towhee-io/towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Language: Python - Size: 37.2 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 3,346 - Forks: 258

thieu1995/mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

Language: Python - Size: 4.51 MB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 72 - Forks: 24

LastAncientOne/Deep_Learning_Machine_Learning_Stock

Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 1,362 - Forks: 330

mikkoim/dinotool

Command-line tool for extracting DINO features for images and videos

Language: Python - Size: 14.9 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

dxm447/cryoblob

JAX based, JIT compiled feature finding tool for low SNR cryo-EM images

Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

RashadGarayev/Image-ClassificationNN

Image classification svm with simple neural network.

Language: Python - Size: 3.52 MB - Last synced at: 1 day ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 1

fatimagulomova/iu-projects

IU Projects

Language: Jupyter Notebook - Size: 127 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

tony123105/COMP4423_Garbage_Classification

Garbage classification using traditional machine learning approaches (HOG, LBP, SIFT features with SVM, KNN, Random Forest classifiers) and an ensemble method to categorize waste into 10 types.

Language: Python - Size: 248 MB - Last synced at: 11 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

edikedik/lXtractor

Library for analysing protein structures and sequences

Language: Python - Size: 3.89 MB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

MIT-SPARK/KISS-Matcher

KISS-Matcher: Fast, Robust, and Scalable Registration + ROS2 SLAM examples

Language: C++ - Size: 279 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 398 - Forks: 29

RobCyberLab/Ngram-Similarity-Engine

🤖Ngram Similarity Engine📚

Language: Python - Size: 3.62 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

saif8091/yield-multi

Code for table beets multistage yield prediction

Language: Python - Size: 650 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

sankoktas/bhi360-fall-detection

Fall detection system using Bosch BHI360 sensor data with time-series labeling, feature extraction, and machine learning (LOSO CV + Gradient Boosting).

Language: Jupyter Notebook - Size: 6.67 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

x4nth055/emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Language: Python - Size: 944 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 621 - Forks: 242

themaximalist/embeddings.js

Simple text embeddings library for Node.js (OpenAI, Mistral, Local)

Language: CSS - Size: 216 KB - Last synced at: 9 days ago - Pushed at: 9 months ago - Stars: 24 - Forks: 4

rajarsheya/Scalable-Recognition-using-Vocabulary-Tree

Enhanced Vocabulary Trees for Real-Time Object Recognition in Image and Video Streams

Language: C++ - Size: 896 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 1

CTCycle/FEXT-Autoencoder

An autoencoder model to extract features from images and obtain their compressed vector representation, inspired by the convolutional VVG16 architecture

Language: Python - Size: 74.3 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

rikenmehta03/imsearch

Framework to build your own reverse image search engine

Language: Python - Size: 2.26 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 82 - Forks: 8

ufukefe/DFM

Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching

Language: MATLAB - Size: 2.19 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 203 - Forks: 22

PaulPauls/llama3_interpretability_sae 📦

A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and fully reproducible.

Language: Python - Size: 61.3 MB - Last synced at: 15 days ago - Pushed at: 28 days ago - Stars: 606 - Forks: 36

giakoumoglou/pyfeats

[GitHub 2021] Open source software for image feature extraction.

Language: Python - Size: 4.5 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 231 - Forks: 29

lanl/T-ELF

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

Language: Python - Size: 45.5 MB - Last synced at: 8 days ago - Pushed at: 18 days ago - Stars: 17 - Forks: 5

AntixK/PyTorch-Model-Compare

Compare neural networks by their feature similarity

Language: Python - Size: 2.66 MB - Last synced at: 16 days ago - Pushed at: almost 2 years ago - Stars: 357 - Forks: 36

PeculiarVentures/GammaCV

GammaCV is a WebGL accelerated Computer Vision library for browser

Language: JavaScript - Size: 28.3 MB - Last synced at: 12 days ago - Pushed at: 17 days ago - Stars: 182 - Forks: 24

raptor-ml/raptor

Transform your pythonic research to an artifact that engineers can deploy easily.

Language: Go - Size: 4.55 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 152 - Forks: 12

tadorfer/protlearn

A Python package for extracting protein sequence features

Language: Python - Size: 9.84 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 59 - Forks: 8

chrischoy/FCGF

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

Language: Python - Size: 3.3 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 665 - Forks: 111

Metaverse-Crowdsource/Complete-Neural-Signal-Analysis

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

Language: Jupyter Notebook - Size: 1.51 GB - Last synced at: 2 days ago - Pushed at: 8 months ago - Stars: 30 - Forks: 8

EmergenceAI/kotlin_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies for Android and iOS.

Language: Kotlin - Size: 8.09 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 2

ar1st0crat/NWaves

.NET DSP library with a lot of audio processing functions

Language: C# - Size: 7.28 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 484 - Forks: 77

brucewlee/lftk

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

Language: Python - Size: 7.19 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 125 - Forks: 24

buds-lab/the-building-data-genome-project

A collection of non-residential buildings for performance analysis and algorithm benchmarking

Language: Jupyter Notebook - Size: 506 MB - Last synced at: 3 days ago - Pushed at: about 4 years ago - Stars: 188 - Forks: 62

robjhyndman/tsfeatures

Time series features

Language: R - Size: 25.7 MB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 259 - Forks: 43

msmbuilder/msmbuilder 📦

:building_construction: Statistical models for biomolecular dynamics :building_construction:

Language: Python - Size: 6.91 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 157 - Forks: 95

obss/BIOBSS

A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

Language: Python - Size: 11.8 MB - Last synced at: 19 days ago - Pushed at: 12 months ago - Stars: 122 - Forks: 22

nmy2103/pyvocals

A Python package for vocal turn-taking feature extraction

Language: Python - Size: 2.57 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

solegalli/feature-engineering-for-machine-learning

Code repository for the online course Feature Engineering for Machine Learning

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 389 - Forks: 410

damoncrockett/ivpy

Iconographic Visualization Inside Computational Notebooks

Language: Python - Size: 564 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 36 - Forks: 5

greenelab/PathCORE-T-analysis

This repository is in support of the PathCORE-T paper (https://doi.org/10.1101/147645). It contains all the code and necessary data/metadata to repeat all analyses in the paper.

Language: Jupyter Notebook - Size: 136 MB - Last synced at: 12 days ago - Pushed at: almost 7 years ago - Stars: 8 - Forks: 2

SHUBHAMSHARMA0711/BIO543-Big-Data-Mining-in-Healthcare-Assignments

Assignments Completed during BIO543:Big Data Mining in Healthcare Course in IIITD during Winter 2025 Semester. Professor: Gajendra P.S. Raghava

Language: Jupyter Notebook - Size: 462 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

G-h-o-s-t-0/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

Language: Jupyter Notebook - Size: 3.94 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

SAMEERVASU/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

Language: Jupyter Notebook - Size: 3.94 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

riken-aip/pyHSICLasso

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

Language: Python - Size: 7.99 MB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 180 - Forks: 43

predict-idlab/tsflex

Flexible time series feature extraction & processing

Language: Python - Size: 27.9 MB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 415 - Forks: 26

pvnieo/GeomFmaps_pytorch

A minimalist pytorch implementation of: "Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence"

Language: Python - Size: 13.7 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 2

18D070001/Electrical-Devices-Identification-Model

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

Language: Jupyter Notebook - Size: 3.76 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 3

radxtools/topology-radiomics

Python implementation of topology descriptors which capture subtle sharpness and curvature differences along the surface of diseased pathologies on imaging.

Language: Python - Size: 134 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3

openae-io/features

Open standard of feature extraction algorithms

Language: Python - Size: 116 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 3 - Forks: 0

radxtools/collageradiomics

Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.

Language: Python - Size: 2.83 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 11

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feature-extraction 1,655 machine-learning 526 python 315 feature-engineering 267 deep-learning 230 feature-selection 205 computer-vision 170 image-processing 156 data-science 151 classification 147 random-forest 78 opencv 74 python3 72 pytorch 70 tensorflow 67 data-visualization 66 data-analysis 66 nlp 64 image-classification 63 cnn 58 matlab 54 svm 51 convolutional-neural-networks 50 neural-network 49 machine-learning-algorithms 49 pandas 47 numpy 46 clustering 45 scikit-learn 45 keras 45 exploratory-data-analysis 43 natural-language-processing 43 pca 43 logistic-regression 42 dimensionality-reduction 41 object-detection 38 transfer-learning 37 feature-matching 37 sklearn 37 xgboost 35 signal-processing 35 jupyter-notebook 35 deep-neural-networks 34 data-cleaning 34 eda 33 face-detection 33 svm-classifier 32 data-preprocessing 32 time-series 31 artificial-intelligence 29 audio-processing 29 face-recognition 29 sift 29 visualization 29 neural-networks 28 regression 28 audio 27 preprocessing 27 unsupervised-learning 26 data-mining 26 linear-regression 25 image-segmentation 24 knn 23 sentiment-analysis 23 fine-tuning 23 segmentation 22 feature-detection 22 supervised-learning 21 principal-component-analysis 21 vgg16 21 matplotlib 21 opencv-python 20 ai 20 kmeans-clustering 20 hog-features 20 flask 20 autoencoder 20 biometrics 19 decision-trees 19 cross-validation 19 text-classification 18 image-recognition 18 feature 18 resnet-50 18 support-vector-machines 17 regression-models 17 nlp-machine-learning 16 text-mining 16 keras-tensorflow 16 bag-of-words 16 pattern-recognition 16 random-forest-classifier 16 dataset 15 kaggle 15 recommendation-system 15 representation-learning 14 ensemble-learning 14 image-analysis 14 mfcc 14 prediction 14